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Selfie: Self-supervised Pretraining for Image Embedding

7 June 2019

Papers citing "Selfie: Self-supervised Pretraining for Image Embedding"

50 / 70 papers shown

Title
Vision Transformers with Self-Distilled Registers Yinjie Chen Zipeng Yan Chong Zhou Bo Dai Andrew F. Luo 442 4 0 27 May 2025
DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor ControlNeural Information Processing Systems (NeurIPS), 2024 Zichen Jeff Cui Hengkai Pan Aadhithya Iyer Siddhant Haldar Lerrel Pinto VGen 395 31 0 18 Sep 2024
ProFeAT: Projected Feature Adversarial Training for Self-Supervised Learning of Robust Representations Sravanti Addepalli Priyam Dey R. Venkatesh Babu 247 2 0 09 Jun 2024
FocusCLIP: Multimodal Subject-Level Guidance for Zero-Shot Transfer in Human-Centric Tasks Muhammad Gul Zain Ali Khan Muhammad Ferjad Naeem F. Tombari Luc Van Gool Didier Stricker Muhammad Zeshan Afzal VLM CLIP 185 5 0 11 Mar 2024
Text-to-Code Generation with Modality-relative Pre-training Fenia Christopoulou Guchun Zhang Gerasimos Lampouras AI4TS 224 1 0 08 Feb 2024
SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal AlignmentInternational Conference on Machine Learning (ICML), 2024 Ziping Ma Furong Xu Jian Liu Ming Yang Qingpei Guo VLM 211 7 0 04 Jan 2024
Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction SequencesInternational Conference on AI in Finance (ICAF), 2023 Piotr Skalski David Sutton Stuart Burrell Iker Perez Jason Wong AI4TS 192 8 0 03 Jan 2024
Benchmarking of Query Strategies: Towards Future Deep Active Learning Shiryu Ueno Yusei Yamada Shunsuke Nakatsuka Kunihito Kato FedML 194 2 0 10 Dec 2023
The Counterattack of CNNs in Self-Supervised Learning: Larger Kernel Size might be All You Need Tianjin Huang Tianlong Chen Zinan Lin Shiwei Liu 294 1 0 09 Dec 2023
Initializing Models with Larger OnesInternational Conference on Learning Representations (ICLR), 2023 Zhiqiu Xu Yanjie Chen Kirill Vishniakov Yida Yin Zhiqiang Shen Trevor Darrell Lingjie Liu Zhuang Liu 229 28 0 30 Nov 2023
CATE Estimation With Potential Outcome Imputation From Local RegressionConference on Uncertainty in Artificial Intelligence (UAI), 2023 Ahmed Aloui Juncheng Dong Cat P. Le Vahid Tarokh CML 176 2 0 07 Nov 2023
Contrastive Multi-Level Graph Neural Networks for Session-based RecommendationIEEE transactions on multimedia (IEEE TMM), 2023 F. Wang Xingyu Gao Zhenyu Chen Lei Lyu 130 17 0 06 Nov 2023
Evaluating The Robustness of Self-Supervised Representations to Background/Foreground Removal Xavier F. Cadet Ranya Aloufi A. Miranville S. Ahmadi-Abhari Hamed Haddadi 199 0 0 02 Jun 2023
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training Utku Ozbulak Hyun Jung Lee Beril Boga Esla Timothy Anzaku Ho-min Park Arnout Van Messem W. D. Neve J. Vankerschaver DiffM 232 49 0 23 May 2023
Learning imaging mechanism directly from optical microscopy observationsPhotonics Research (Photon. Res.), 2023 Ze-Hao Wang Long-Kun Shan Tong-Tian Weng Tianrun Chen Qiyuan Wang Xiang-Dong Chen Zhang Wang Guanghsheng Guo Hefei 230088 DiffM 149 2 0 25 Apr 2023
Hyperbolic Contrastive Learning Yun Yue Fangzhou Lin Kazunori D Yamada Ziming Zhang SSL 326 22 0 02 Feb 2023
CrysGNN : Distilling pre-trained knowledge to enhance property prediction for crystalline materialsAAAI Conference on Artificial Intelligence (AAAI), 2023 Kishalay Das Bidisha Samanta Pawan Goyal Seung-Cheol Lee S. Bhattacharjee Niloy Ganguly 140 23 0 14 Jan 2023
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?International Conference on Learning Representations (ICLR), 2022 Runpei Dong Zekun Qi Linfeng Zhang Junbo Zhang Jian‐Yuan Sun Zheng Ge Li Yi Kaisheng Ma ViT 3DPC 274 137 0 16 Dec 2022
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation ModelInternational Conference on Information Photonics (ICIP), 2022 Syed Muhammad Anwar Abhijeet Parida Sara Atito Muhammad Awais G. Nino Josef Kitler M. Linguraru ViT SSL OOD 171 8 0 23 Nov 2022
Correlation between Alignment-Uniformity and Performance of Dense Contrastive Representations Jong Hak Moon Wonjae Kim Edward Choi 186 3 0 17 Oct 2022
Using Graph Algorithms to Pretrain Graph Completion Transformers Jonathan Pilault Mikhail Galkin Bahare Fatemi Perouz Taslakian David Vasquez C. Pal 192 0 0 14 Oct 2022
Pre-trained Adversarial PerturbationsNeural Information Processing Systems (NeurIPS), 2022 Y. Ban Yinpeng Dong AAML 234 30 0 07 Oct 2022
Self-Supervised Pretraining of Graph Neural Network for the Retrieval of Related Mathematical Expressions in Scientific Articles Lukas Pfahler K. Morik SSL 90 4 0 22 Aug 2022
PanGu-Coder: Program Synthesis with Function-Level Language Modeling Fenia Christopoulou Gerasimos Lampouras Milan Gritta Guchun Zhang Yinpeng Guo ... Guangtai Liang Jia Wei Xin Jiang Qianxiang Wang Qun Liu ELM SyDa ALM 197 84 0 22 Jul 2022
MeshMAE: Masked Autoencoders for 3D Mesh Data AnalysisEuropean Conference on Computer Vision (ECCV), 2022 Yaqian Liang Shanshan Zhao Baosheng Yu Jing Zhang Fazhi He ViT 162 54 0 20 Jul 2022
Adversarial Fine-tune with Dynamically Regulated AdversaryIEEE International Joint Conference on Neural Network (IJCNN), 2022 Peng-Fei Hou Ming Zhou Jie Han Petr Musílek Xingyu Li AAML 99 3 0 28 Apr 2022
Self-Supervised Graph Neural Network for Multi-Source Domain AdaptationACM Multimedia (ACM MM), 2022 Jin Yuan Feng Hou Yangzhou Du Peng Wang Xin Geng Jianping Fan Yong Rui SSL OOD 154 25 0 08 Apr 2022
Semantic-Based Few-Shot Learning by Interactive Psychometric Testing Lu Yin Vlado Menkovski Yulong Pei Mykola Pechenizkiy 177 1 0 16 Dec 2021
On visual self-supervision and its effect on model robustness Michal Kucer Diane Oyen Garrett Kenyon AAML OOD 124 0 0 08 Dec 2021
Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling Xumin Yu Lulu Tang Yongming Rao Tiejun Huang Jie Zhou Jiwen Lu 3DPC 460 907 0 29 Nov 2021
SimMIM: A Simple Framework for Masked Image Modeling Zhenda Xie Zheng Zhang Yue Cao Yutong Lin Jianmin Bao Zhuliang Yao Jingdong Sun Han Hu 401 1,627 0 18 Nov 2021
When Does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?Neural Information Processing Systems (NeurIPS), 2021 Lijie Fan Sijia Liu Pin-Yu Chen Gaoyuan Zhang Chuang Gan AAML VLM 205 135 0 01 Nov 2021
SSAST: Self-Supervised Audio Spectrogram Transformer Yuan Gong Cheng-I Jeff Lai Yu-An Chung James R. Glass ViT 311 353 0 19 Oct 2021
Rethinking Supervised Pre-training for Better Downstream TransferringInternational Conference on Learning Representations (ICLR), 2021 Yutong Feng Jianwen Jiang Mingqian Tang Rong Jin Yue Gao SSL 290 48 0 12 Oct 2021
Geographical Knowledge-driven Representation Learning for Remote Sensing Images Wenyuan Li Keyan Chen Hao Chen Zhenwei Shi SSL 198 80 0 12 Jul 2021
Investigate the Essence of Long-Tailed Recognition from a Unified Perspective Lei Liu Li Liu 123 0 0 08 Jul 2021
Efficient Self-supervised Vision Transformers for Representation LearningInternational Conference on Learning Representations (ICLR), 2021 Chunyuan Li Jianwei Yang Pengchuan Zhang Mei Gao Bin Xiao Xiyang Dai Lu Yuan Jianfeng Gao ViT 263 221 0 17 Jun 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 808 3,369 0 15 Jun 2021
InfoBehavior: Self-supervised Representation Learning for Ultra-long Behavior Sequence via Hierarchical Grouping Runshi Liu Pengda Qin Yuhong Li Weigao Wen Dong Li Kefeng Deng Qiang Wu AI4TS 133 1 0 13 Jun 2021
Vision Transformers are Robust LearnersAAAI Conference on Artificial Intelligence (AAAI), 2021 Sayak Paul Pin-Yu Chen ViT 345 348 0 17 May 2021
Kaleido-BERT: Vision-Language Pre-training on Fashion DomainComputer Vision and Pattern Recognition (CVPR), 2021 Mingchen Zhuge D. Gao Deng-Ping Fan Linbo Jin Ben Chen Hao Zhou Minghui Qiu Ling Shao VLM 314 133 0 30 Mar 2021
Set Representation Learning with Generalized Sliced-Wasserstein Embeddings Navid Naderializadeh Soheil Kolouri Joseph F. Comer Reed W. Andrews Heiko Hoffmann 175 6 0 05 Mar 2021
Contrastive Pre-training for Imbalanced Corporate Credit RatingsInternational Conference on Machine Learning and Computing (ICMLC), 2021 Bojing Feng Wenfang Xue SSL 158 9 0 18 Feb 2021
Self-supervised Pre-training with Hard Examples Improves Visual Representations Chunyuan Li Xiujun Li Lei Zhang Baolin Peng Mingyuan Zhou Jianfeng Gao SSL 196 24 0 25 Dec 2020
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2020 Spyros Gidaris Andrei Bursuc Gilles Puy N. Komodakis Matthieu Cord P. Pérez SSL 268 81 0 21 Dec 2020
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation LearningComputer Vision and Pattern Recognition (CVPR), 2020 Zhenda Xie Yutong Lin Zheng Zhang Yue Cao Stephen Lin Han Hu SSL 403 446 0 19 Nov 2020
Towards Domain-Agnostic Contrastive Learning Vikas Verma Minh-Thang Luong Kenji Kawaguchi Hieu H. Pham Quoc V. Le SSL 243 128 0 09 Nov 2020
A Survey on Contrastive Self-supervised Learning Ashish Jaiswal Ashwin Ramesh Babu Mohammad Zaki Zadeh Debapriya Banerjee F. Makedon SSL 479 1,600 0 31 Oct 2020
Robust Pre-Training by Adversarial Contrastive LearningNeural Information Processing Systems (NeurIPS), 2020 Ziyu Jiang Tianlong Chen Ting-Li Chen Zinan Lin 244 255 0 26 Oct 2020
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents Mohammad Kachuee Hao Yuan Young-Bum Kim Sungjin Lee 215 26 0 21 Oct 2020